Search Results - "Foley, Myles"

Haxss: Hierarchical Reinforcement Learning for XSS Payload Generation by Foley, Myles, Maffeis, Sergio

“…Web application vulnerabilities are an ongoing problem that current black-box techniques and scanners do not entirely solve, suffering in particular from a…”
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Autonomous Network Defence using Reinforcement Learning by Foley, Myles, Hicks, Chris, Highnam, Kate, Mavroudis, Vasilios

“…ASIA CCS '22: Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security In the network security arms race, the defender is…”
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Inroads into Autonomous Network Defence using Explained Reinforcement Learning by Foley, Myles, Wang, Mia, M, Zoe, Hicks, Chris, Mavroudis, Vasilios

“…Computer network defence is a complicated task that has necessitated a high degree of human involvement. However, with recent advancements in machine learning,…”
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Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning by Hicks, Chris, Mavroudis, Vasilios, Foley, Myles, Davies, Thomas, Highnam, Kate, Watson, Tim

“…In Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security. Association for Computing Machinery, 91-101 (2023) Communication networks able…”
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Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models by Foley, Myles, Rawat, Ambrish, Lee, Taesung, Hou, Yufang, Picco, Gabriele, Zizzo, Giulio

“…The wide applicability and adaptability of generative large language models (LLMs) has enabled their rapid adoption. While the pre-trained models can perform…”
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